Scholarly debates about how we conceptualise, theorise and measure peace have recently intensified, yet exactly how peace scholars translate these theoretical innovations into concrete methodological tools and practices is less clear. We argue that pluralism, temporality and the role of affect are three recent focal points in current scholarly debates that aim to further our conceptual understanding of peace. Taking these theoretical developments seriously requires us to consider our methodological tools to approach each one, but these concepts also point to methodological issues on their own. This special issue aims to investigate our assumptions about peace, and how these in turn shape the way we approach the study of peace, in terms of both research design and data collection as well as in the process of writing up and disseminating findings, all departing from these three specific challenges. As such, this special issue contributes to efforts of making peace beyond the absence of war more researchable.